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30B Lazarus by CalderaAI

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30B Lazarus Benchmarks

ARC: 64.93 vs 96.7 (so35)-32.9%
HellaSwag: 84.27 vs 95.3 (gpt4)-11.6%
MMLU: 56.47 vs 88.3 (so35)-36%
TruthfulQA: 58.65 vs 59 (gpt4)-0.6%
WinoGrande: 78.37 vs 87.5 (gpt4)-10.4%
GSM8K: 7.73 vs 96.4 (so35)-92%
LLME Score: 0.16626
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

30B Lazarus Parameters and Internals

LLM Name30B Lazarus
Repository 🤗https://huggingface.co/CalderaAI/30B-Lazarus 
Model Size30b
Required VRAM65.2 GB
Updated2024-09-20
MaintainerCalderaAI
Model Typellama
Model Files  9.8 GB: 1-of-7   10.0 GB: 2-of-7   9.9 GB: 3-of-7   9.9 GB: 4-of-7   9.9 GB: 5-of-7   10.0 GB: 6-of-7   5.7 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
30B Lazarus (CalderaAI/30B-Lazarus)

Quantized Models of the 30B Lazarus

Model
Likes
Downloads
VRAM
30B Lazarus GGUF124113 GB
30B Lazarus AWQ4917 GB

Best Alternatives to 30B Lazarus

Best Alternatives
Context / RAM
Downloads
Likes
Flash Llama 30M 2000132K / 0.1 GB6980
Smaug Slerp 30B V0.132K / 60.4 GB640
Llama33b 16K16K / 65.2 GB91
Yayi2 30B Llama4K / 121.2 GB71622
... Tokens By Perplexity Bottom K4K / 5.4 GB60
... Tokens By Writing Style Top K4K / 5.4 GB170
...via Sample With Temperature2.04K / 5.4 GB90
...lue Sample With Temperature2.04K / 5.4 GB80
Yayi2 30B Guanaco4K / 60.6 GB42
Llama 30B Instruct 20482K / 65.2 GB4353103
Note: green Score (e.g. "73.2") means that the model is better than CalderaAI/30B-Lazarus.

Rank the 30B Lazarus Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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